Physical environmental attributes and helmet use in an Indian metropolis: An ecological study

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Authors: Isha Madan, B. Aishwarya, Gautham Melur Sukumar, Nishit Patel, M Pallavi, P. Priyanka, M. N. Anucheth, Gopalkrishna Gururaj, Abdulgafoor M. Bachani
Cited by: 1
References: 7

Abstract

Background: Road traffic injuries (RTIs) and fatalities among powered two-wheeler (PTW) users are associated with helmet use. Though individual-level reasons for not wearing helmets are well researched, evidence regarding macro-level environmental reasons is limited from an Indian context. Objective: To test for the association between physical environmental factors (temperature, windspeed, pressure, humidity and visibility) and helmet use in Bengaluru city. Methods: Session and location-wise observational data of helmets were collected by NIMHANS and Johns Hopkins' International Injury Research Unit (JH-IIRU) across 15 randomly selected locations in Bengaluru city in 2021. This was merged with physical environmental data (temperature, wind speed, humidity, pressure, visibility and rainfall) extracted from www.timeanddate.com, specific to location and time of helmet data collection. Univariate and correlation analyses were performed to test for the association between physical environmental attributes and helmet use rates. Results: A significantly negative correlation was found between pressure and helmet use, while a significantly positive correlation was found between humidity and helmet use. No significant correlation was found between wind speed, temperature, visibility and helmet use rates. Conclusion: Contrary to popular belief, we did not find any significant association between temperature and helmet use rates. However, helmet use positively correlated with humidity. Ecological fallacy is expected in the interpretation of the results.

Fields of Study & Subjects

Traffic and Road Safety Injury Epidemiology and Prevention Urban Transport and Accessibility

Publication details

Journal / source
Journal of Family Medicine and Primary Care
Publisher
Ovid Technologies (Wolters Kluwer Health)
Volume
15
Issue
1
Pages
227–230
Publication date
1 January 2026
Language
EN